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What Would the Expert $do(\cdot)$?: Causal Imitation Learning
Both approaches are able to find policies that match the result of a query to an unconfounded expert.
Efficient high dimensional maximum entropy modeling via symmetric partition functions
The application of the maximum entropy principle to sequence modeling has been popularized by methods such as Conditional Random Fields (CRFs).
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